Senjuti Basu Roy

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 60

Top Topics

Preference Elicitation

Interactive Exploration

Group Formation

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Md Mouinul Islam, Soroush Vahidi, Baruch Schieber, Senjuti Basu Roy
-Winners Using IRV. KDD (2024)
Senjuti Basu Roy
Fairness and Robustness in Answering Preference Queries. IEEE Data Eng. Bull. 47 (1) (2024)
Md Mouinul Islam, Mahsa Asadi, Senjuti Basu Roy
Equitable Top-k Results for Long Tail Data. Proc. ACM Manag. Data 1 (4) (2023)
Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete
Front Matter. Proc. VLDB Endow. 16 (12) (2023)
Thinh On, Subhodeep Ghosh, Mengnan Du, Senjuti Basu Roy
Proportionate Diversification of Top-k LLM Results using Database Queries. VLDB Workshops (2023)
Md. Abdus Salam, Senjuti Basu Roy, Gautam Das
Efficient approximate top-k mutual information based feature selection. J. Intell. Inf. Syst. 61 (1) (2023)
Md Mouinul Islam, Mahsa Asadi, Sihem Amer-Yahia, Senjuti Basu Roy
A generic framework for efficient computation of top-k diverse results. VLDB J. 32 (4) (2023)
Sepideh Nikookar, Mohammadreza Esfandiari, Ria Mae Borromeo, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
Diversifying recommendations on sequences of sets. VLDB J. 32 (2) (2023)
Matthew Macesker, Krishna R. Pattipati, David Sidoti, Adam Bienkowski, Lingyi Zhang, David L. Kleinman, Mollie McGuire, Steven Uziel, Senjuti Basu Roy, Francesco Primerano
Experimental Validation of a Multi-objective Planning Decision Support System for Ship Routing Under Time Stress. HCI (41) (2023)
Sepideh Nikookar, Paras Sakharkar, Sathyanarayanan Somasunder, Senjuti Basu Roy, Adam Bienkowski, Matthew Macesker, Krishna R. Pattipati, David Sidoti
Cooperative Route Planning Framework for Multiple Distributed Assets in Maritime Applications. SIGMOD Conference (2022)
Md Mouinul Islam, Dong Wei, Baruch Schieber, Senjuti Basu Roy
Satisfying Complex Top-k Fairness Constraints by Preference Substitutions. Proc. VLDB Endow. 16 (2) (2022)
Riccardo Tommasini, Senjuti Basu Roy, Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han, Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Markus Schedl, Elisabeth Lex, Akash Bharadwaj, Graham Cormode, Milan Dojchinovski, Jan Forberg, Johannes Frey, Pieter Bonte, Marco Balduini, Matteo Belcao, Emanuele Della Valle, Junliang Yu, Hongzhi Yin, Tong Chen, Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Jamell Dacon, Lingjuan Lye, Jiliang Tang, Aristides Gionis, Stefan Neumann, Bruno Ordozgoiti, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh, Fabian M. Suchanek, Lingfei Wu, Yu Chen, Yunyao Li, Bang Liu, Filip Ilievski, Daniel Garijo, Hans Chalupsky, Pedro A. Szekely, Ilias Kanellos, Dimitris Sacharidis, Thanasis Vergoulis, Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Srinivasan H. Sengamedu, Chandan K. Reddy, Friedhelm Victor, Bernhard Haslhofer, George Katsogiannis-Meimarakis, Georgia Koutrika, Shengmin Jin, Danai Koutra, Reza Zafarani, Yulia Tsvetkov, Vidhisha Balachandran, Sachin Kumar, Xiangyu Zhao, Bo Chen, Huifeng Guo, Yejing Wang, Ruiming Tang, Yang Zhang, Wenjie Wang, Peng Wu, Fuli Feng, Xiangnan He
Accepted Tutorials at The Web Conference 2022. WWW (Companion Volume) (2022)
Dong Wei, Md Mouinul Islam, Baruch Schieber, Senjuti Basu Roy
Rank Aggregation with Proportionate Fairness. SIGMOD Conference (2022)
Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy
Guided Task Planning Under Complex Constraints. ICDE (2022)
Mohammadreza Esfandiari, Ria Mae Borromeo, Sepideh Nikookar, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
Multi-Session Diversity to Improve User Satisfaction in Web Applications. WWW (2021)
Sihem Amer-Yahia, Senjuti Basu Roy
Data Management to Social Science and Back in the Future of Work. SIGMOD Conference (2021)
Dong Wei, Ioannis Koutis, Senjuti Basu Roy
Peer Learning Through Targeted Dynamic Groups Formation. ICDE (2021)
Jees Augustine, Suraj Shetiya, Mohammadreza Esfandiari, Senjuti Basu Roy, Gautam Das
A Generalized Approach for Reducing Expensive Distance Calls for A Broad Class of Proximity Problems. SIGMOD Conference (2021)
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49 (2) (2020)
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy, Christiane Kamdem Kengne, Jalil Chagraoui
Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers. Trans. Large Scale Data Knowl. Centered Syst. 44 (2020)
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
Recommending Deployment Strategies for Collaborative Tasks. SIGMOD Conference (2020)
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
Recommending Deployment Strategies for Collaborative Tasks. CoRR (2020)
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
Task Deployment Recommendation with Worker Availability. ICDE (2020)
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy
An Efficient Greedy Algorithm for Sequence Recommendation. DEXA (1) (2019)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Optimized group formation for solving collaborative tasks. VLDB J. 28 (1) (2019)
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima
Human-in-the-loop Big Data and AI: Connecting Theories and Practices for a Better Future of Work (NII Shonan Meeting 154). NII Shonan Meet. Rep. 2019 (2019)
Md. Abdus Salam, Mary E. Koone, Saravanan Thirumuruganathan, Gautam Das, Senjuti Basu Roy
A Human-in-the-loop Attribute Design Framework for Classification. WWW (2019)
Senjuti Basu Roy
Human-in-the-loop Exploration of Composite Items. COMAD/CODS (2019)
Senjuti Basu Roy
Capturing Human Factors to Optimize Crowdsourced Label Acquisition through Active Learning. IEEE Data Eng. Bull. 42 (4) (2019)
Sihem Amer-Yahia, Lei Chen, Atsuyuki Morishima, Senjuti Basu Roy
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 42 (4) (2019)
Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia, Senjuti Basu Roy
Optimizing Peer Learning in Online Groups with Affinities. KDD (2019)
Sihem Amer-Yahia, Senjuti Basu Roy
The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities. Proc. VLDB Endow. 12 (12) (2019)
Senjuti Basu Roy, Moushumi Maria, Tina Wang, Anne P. Ehlers, David R. Flum
Predicting Adverse Events After Surgery. Big Data Res. 13 (2018)
Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
Eliciting Worker Preference for Task Completion. CoRR (2018)
Julien Pilourdault, Sihem Amer-Yahia, Senjuti Basu Roy, Dongwon Lee
Task Relevance and Diversity as Worker Motivation in Crowdsourcing. ICDE (2018)
Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
Explicit Preference Elicitation for Task Completion Time. CIKM (2018)
Sihem Amer-Yahia, Senjuti Basu Roy
Interactive Exploration of Composite Items. EDBT (2018)
Mohammadreza Esfandiari, Kavan Bharat Patel, Sihem Amer-Yahia, Senjuti Basu Roy
Crowdsourcing Analytics With CrowdCur. SIGMOD Conference (2018)
Habibur Rahman, Senjuti Basu Roy, Gautam Das
A Probabilistic Framework for Estimating Pairwise Distances Through Crowdsourcing. EDBT (2017)
Sampoorna Biswas, Laks V. S. Lakshmanan, Senjuti Basu Roy
Combating the Cold Start User Problem in Model Based Collaborative Filtering. CoRR (2017)
Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee, Senjuti Basu Roy
Motivation-Aware Task Assignment in Crowdsourcing. EDBT (2017)
Shanu Sushmita, Garima Khulbe, Aftab Hasan, Stacey Newman, Padmashree Ravindra, Senjuti Basu Roy, Martine De Cock, Ankur Teredesai
Predicting 30-Day Risk and Cost of "All-Cause" Hospital Readmissions. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI (2016)
Senjuti Basu Roy, Kostas Stefanidis, Georgia Koutrika, Laks V. S. Lakshmanan, Mirek Riedewald
Report on the Third International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2016). SIGMOD Rec. 45 (3) (2016)
Kosetsu Ikeda, Atsuyuki Morishima, Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Collaborative Crowdsourcing with Crowd4U. Proc. VLDB Endow. 9 (13) (2016)
Sihem Amer-Yahia, Senjuti Basu Roy
Human Factors in Crowdsourcing. Proc. VLDB Endow. 9 (13) (2016)
Sihem Amer-Yahia, Senjuti Basu Roy
Toward Worker-Centric Crowdsourcing. IEEE Data Eng. Bull. 39 (4) (2016)
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
A holistic and principled approach for the empty-answer problem. VLDB J. 25 (4) (2016)
Senjuti Basu Roy, Tina Eliassi-Rad, Spiros Papadimitriou
Fast best-effort search on graphs with multiple attributes. ICDE (2016)
Habibur Rahman, Lucas Joppa, Senjuti Basu Roy
Feature Based Task Recommendation in Crowdsourcing with Implicit Observations. CoRR (2016)
Senjuti Basu Roy, Tina Eliassi-Rad, Spiros Papadimitriou
Fast Best-Effort Search on Graphs with Multiple Attributes. IEEE Trans. Knowl. Data Eng. 27 (3) (2015)
Senjuti Basu Roy, Laks V. S. Lakshmanan, Rui Liu
From Group Recommendations to Group Formation. SIGMOD Conference (2015)
Senjuti Basu Roy, Ankur Teredesai, Kiyana Zolfaghar, Rui Liu, David Hazel, Stacey Newman, Albert Marinez
Dynamic Hierarchical Classification for Patient Risk-of-Readmission. KDD (2015)
Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Senjuti Basu Roy, Nafiseh Shabib
Group Recommendation with Temporal Affinities. EDBT (2015)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Task Assignment Optimization in Collaborative Crowdsourcing. ICDM (2015)
Senjuti Basu Roy, Sihem Amer-Yahia, Lucas Joppa
ECCO- A Framework for Ecological Data Collection and Management Involving Human Workers. EDBT (2015)
Senjuti Basu Roy, Laks V. S. Lakshmanan, Rui Liu
From Group Recommendations to Group Formation. CoRR (2015)
Habibur Rahman, Saravanan Thirumuruganathan, Senjuti Basu Roy, Sihem Amer-Yahia, Gautam Das
Worker Skill Estimation in Team-Based Tasks. Proc. VLDB Endow. 8 (11) (2015)
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
"The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing. CoRR (2015)
Sihem Amer-Yahia, Senjuti Basu Roy
From Complex Object Exploration to Complex Crowdsourcing. WWW (Companion Volume) (2015)
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Task assignment optimization in knowledge-intensive crowdsourcing. VLDB J. 24 (4) (2015)
Atsuyuki Morishima, Sihem Amer-Yahia, Senjuti Basu Roy
Crowd4U: An Initiative for Constructing an Open Academic Crowdsourcing Network. HCOMP (2014)
Rui Liu, Kiyana Zolfaghar, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai
A Framework to Recommend Interventions for 30-Day Heart Failure Readmission Risk. ICDM (2014)
Michael Pitts, Swapna Savvana, Senjuti Basu Roy, Vani Mandava
ALIAS: Author Disambiguation in Microsoft Academic Search Engine Dataset. EDBT (2014)
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
IQR: an interactive query relaxation system for the empty-answer problem. SIGMOD Conference (2014)
Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
Exploiting group recommendation functions for flexible preferences. ICDE (2014)
Si-Chi Chin, Kiyana Zolfaghar, Senjuti Basu Roy, Ankur Teredesai, Paul Amoroso
Divide-n-Discover - Discretization based Data Exploration Framework for Healthcare Analytics. HEALTHINF (2014)
Rui Liu, Raj Velamur Srinivasan, Kiyana Zolfaghar, Si-Chi Chin, Senjuti Basu Roy, Aftab Hasan, David Hazel
Pathway-Finder: An Interactive Recommender System for Supporting Personalized Care Pathways. ICDM Workshops (2014)
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Optimization in Knowledge-Intensive Crowdsourcing. CoRR (2014)
Senjuti Basu Roy, Si-Chi Chin
Prediction and Management of Readmission Risk for Congestive Heart Failure. HEALTHINF (2014)
Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal, Naren Meadem, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai, David Hazel, Paul Amoroso, Lester Reed
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach. CoRR (2013)
Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
A Probabilistic Optimization Framework for the Empty-Answer Problem. Proc. VLDB Endow. 6 (14) (2013)
Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin, Senjuti Basu Roy, Nele Verbiest
Risk-O-Meter: an intelligent clinical risk calculator. KDD (2013)
Senjuti Basu Roy, Martine De Cock, Vani Mandava, Swapna Savanna, Brian Dalessandro, Claudia Perlich, William Cukierski, Ben Hamner
The Microsoft academic search dataset and KDD Cup 2013. KDD Cup (2013)
Kiyana Zolfaghar, Naren Meadem, Ankur Teredesai, Senjuti Basu Roy, Si-Chi Chin, Brian Muckian
Big data solutions for predicting risk-of-readmission for congestive heart failure patients. IEEE BigData (2013)
Martine De Cock, Senjuti Basu Roy, Swapna Savvana, Vani Mandava, Brian Dalessandro, Claudia Perlich, William Cukierski, Benjamin Hamner
The Microsoft Academic Search challenges at KDD Cup 2013. IEEE BigData (2013)
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Crowds, not Drones: Modeling Human Factors in Interactive Crowdsourcing. DBCrowd (2013)
Senjuti Basu Roy, Gautam Das, Sajal K. Das
Algorithms for computing Best Coverage Path in the presence of obstacles in a sensor field. J. Discrete Algorithms 13 (2012)
Senjuti Basu Roy, Kaushik Chakrabarti
Location-aware type ahead search on spatial databases: semantics and efficiency. SIGMOD Conference (2011)
Senjuti Basu Roy, Gautam Das, Sihem Amer-Yahia, Cong Yu
Interactive itinerary planning. ICDE (2011)
Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu
Constructing and exploring composite items. SIGMOD Conference (2010)
Ning Yan, Chengkai Li, Senjuti Basu Roy, Rakesh Ramegowda, Gautam Das
Facetedpedia: enabling query-dependent faceted search for wikipedia. CIKM (2010)
Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu
Space efficiency in group recommendation. VLDB J. 19 (6) (2010)
Chengkai Li, Ning Yan, Senjuti Basu Roy, Lekhendro Lisham, Gautam Das
Facetedpedia: dynamic generation of query-dependent faceted interfaces for wikipedia. WWW (2010)
Sihem Amer-Yahia, Senjuti Basu Roy, Ashish Chawla, Gautam Das, Cong Yu
Group Recommendation: Semantics and Efficiency. Proc. VLDB Endow. 2 (1) (2009)
Senjuti Basu Roy, Haidong Wang, Ullas Nambiar, Gautam Das, Mukesh K. Mohania
DynaCet: Building Dynamic Faceted Search Systems over Databases. ICDE (2009)
Senjuti Basu Roy, Gautam Das
TRANS: Top-k Implementation Techniques of Minimum Effort Driven Faceted Search For Databases. COMAD (2009)
Senjuti Basu Roy, Haidong Wang, Gautam Das, Ullas Nambiar, Mukesh K. Mohania
Minimum-effort driven dynamic faceted search in structured databases. CIKM (2008)
Senjuti Basu Roy, Gautam Das, Sajal K. Das
Computing Best Coverage Path in the Presence of Obstacles in a Sensor Field. WADS (2007)
Senjuti Basu Roy, Kausik Kayal, Java Sil
Edge Preserving Image Compression Technique using Adaptive Feed Forward Neural Network. EuroIMSA (2005)